no code implementations • 19 Apr 2024 • Mateusz Daniol, Daria Hemmerling, Jakub Sikora, Pawel Jemiolo, Marek Wodzinski, Magdalena Wojcik-Pedziwiatr
Parkinson's disease ranks as the second most prevalent neurodegenerative disorder globally.
no code implementations • 19 Apr 2024 • Marek Wodzinski, Daria Hemmerling, Mateusz Daniol
However, even the synthetic ground-truth generation is time-consuming and limits the data heterogeneity, thus the deep models' generalizability.
no code implementations • 7 Aug 2023 • Marek Wodzinski, Mateusz Daniol, Daria Hemmerling, Miroslaw Socha
The problem of the automatic cranial defect reconstruction can be formulated as the shape completion task and solved using dedicated deep networks.
1 code implementation • 13 Apr 2022 • Marek Wodzinski, Mateusz Daniol, Miroslaw Socha, Daria Hemmerling, Maciej Stanuch, Andrzej Skalski
The goal of this work is to propose a robust, fast, and fully automatic method for personalized cranial defect reconstruction and implant modeling.